Classification with class noises through probabilistic sampling.
Weiwei YuanDonghai GuanTinghuai MaAsad Masood KhattakPublished in: Inf. Fusion (2018)
Keyphrases
- multi class classification
- class labels
- classification accuracy
- prior probabilities
- multiple classes
- multiclass classification
- class specific
- classification algorithm
- decision trees
- support vector
- intra class
- automatic classification
- support vector machine
- decision rules
- majority class
- svm classifier
- pattern classification
- classification scheme
- machine learning
- model selection
- text classification
- feature space
- preprocessing
- pattern recognition
- discriminant functions
- training samples
- data sets
- feature selection
- minority class
- binary classification problems
- training data
- bayesian networks
- classification trees
- feature vectors
- probabilistic model
- classification models
- supervised learning
- classification method
- generative model